ChatGPT Tips — Prompt Templates, Iterative Improvement Routines, and Source Verification for Better Accuracy

ChatGPT Tips — Prompt Templates and Practical Routines That Deliver Results for Beginners

The key to ChatGPT tips is clear instructions, reference materials, specified output formats, and iterative improvement. Follow the templates and routines below to immediately improve response quality.

Quick Fix (3 Minutes) — 5-Line Template

[Role] You are a {role} for {expert/audience}.
[Goal] Clearly state {what you want to achieve} in one sentence.
[Context] List {audience/constraints/tone/length/tools/language} in bullets.
[Output] Specify the {format, fields, Markdown/code/table/JSON schema}.
[Evaluation] Before submitting, check against {validation criteria/rubric}.

How ChatGPT Works Best (Summary of Official Recommendations)

  • Use clear, specific instructions; provide examples or reference text; specify the output format; and refine iteratively.[1][2][3]

6 Prompt Templates (By Task)

Summarization (Including Sources)

Role: Editor ... (omitted; see the template in the main text)

Code Debugging / Table and JSON Creation / Writing / Meeting Notes / Translation

Copy the templates in the main text and use them right away.

Iterative Improvement Routine

  1. Request a self-evaluation rubric → top 3 improvements
  2. Apply omissions and corrections in version 2
  3. Strengthen constraints and try A/B styles
  4. Perform a final factual accuracy check and cite sources

How to Request Better Sources and Factual Accuracy

  • Request citations primarily from official documentation, and require a citation format at the end of each sentence.[1][3]
  • When providing internal documents, request a summary based on “this text only.”[1]

Troubleshooting

SymptomCauseSolution
Vague answersGoal or format is unspecifiedAdd specifics using the 5-line template
Factual errorsNo supporting sourceProvide reference text or cite official documentation
Inconsistent formatFormat is not specifiedRequest a JSON, table, or Markdown schema
Inappropriate toneAudience and style are not specifiedSpecify the audience, tone, and prohibited words, and provide examples

Related Posts


[1] OpenAI Help: Prompt engineering best practices, provide reference text, and clear instructions. [2] Prompt best practices for ChatGPT (iterative refinement). [3] OpenAI Docs: Prompt engineering — recommended output formats and examples.

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